[bong-water-water-bong]

Moves third_party/lemonade from a98f3e23d393 to the fork's main ae74d710fe51.

Fork commits (last 30):

• e6c164ab6 mark TheNoise as Core (#3826)
• d6b2c39da test: pre-pull server_llm.py's models and cover implicit pull on inference (#3839)
• 0a1477fe6 add prefill tps (#3759)
• a1410eafb Add AnythingLLM and Phoronix Lemonade 11.9 articles to news page (#3836)
• d9ac44641 fix(server): expose live inference throughput across backends (#3791)
• f2208e49e test: isolate every C++ test from the real config dir (#3612)
• 0100ec6dd Fixes 3267: Model delete keeps files on the disk (#3765)
• f0816fe46 fix(ci): avoid SIGPIPE race in launchpad upgrade assertions (#3860)
• 6e2723743 Add conformance tests (phase 2: model-backed) (#2865)
• 7d4300ecf Add LFM2.5-24B-A2B-GGUF to model registry (#3866)
• 80891dbcb chore(flm): bump FLM to v1.0.9 (#3873)
• cadfc0ad5 ci: group inference suites by runner class to reduce handoffs (#3861)
• 333469dd0 fix(auto-tune): improve context sizing to avoid GPU memory pressure (#3862)
• a02d323c3 Roll back FLM to 1.0.7 release (#3903)
• 1ba79d48f Restore sdcpp rocm support on Windows (#3718)
• 1aa08376b docs: extra_models_dir under /home needs a drop-in on deb/rpm (#3895)
• 3614598dc Improve lemonade launch pi integration (#3786)
• c236963ca fix(backends): resolve a *_bin directory to the binary inside it (#3893)
• f72b610b4 ci: publish news posts to the website as soon as they merge (#3884)
• 1cf882e49 fix(server): report AMD GPU usage and VRAM on Windows (#3872)
• 8014fd174 fix(ci): stop Hugging Face rate limits from failing model pulls (#3859)
• fbab8ce02 (ci) : Adding halo box backend benchmarking support (#3715)
• 10166a85b News: auto-BKC vision blog post (#3846)
• 05d32f016 News: edit auto-opt blog based on feedback (#3921)
• bd28acb3b Test that model-optional classify keeps a routing helper's residency (#3850)
• dfe79a7b3 docs: add the server architecture spec (#3762)
• 9cfd62050 GUI3 into Main (#3834)
• 214f081cd Sync upstream lemonade-sdk/lemonade main at 9cfd62050 (GUI3 into Main, #3834)
• e9dd9a2f5 onebit: Guest tier (upstream's category for outside-maintained backends; owner 2026-10-22)
• ae74d710f Merge pull request Laya: pin the router's source and checkpoints, hash-verified, kept current #18 from 1bit-MONSTER/1bit/sync-upstream-gui3

CI here has no GPU. Before merging, on Strix Halo:
scripts/build-lemonade.sh ~/.cache/lemonade-pin, then Lemonade's LLM suite through the onebit recipe (docs/lemonade.md).

[github-actions]

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[bong-water-water-bong]

Stale: the fork's main moved past ae74d710 (#20 NPU catalog entries, and the #3771 server-refactor sync is in progress). A fresh bump follows once that sync merges.